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UID:pretalx-cfp-9EGKJC@global2024.pydata.org
DTSTART:20241204T163000Z
DTEND:20241204T170000Z
DESCRIPTION:Component-based modeling systems such as Simulink and Dymola al
 low for building scientific models in a way that can be composed. For exam
 ple\, Bob can build a model of an engine\, and Alice can build a model of 
 a drive shaft\, and you can then connect the two models and have a model o
 f a car. These kinds of tools are used all throughout industrial modeling 
 and simulation in order to allow for "separation of concerns"\, allowing e
 xperts to engineer their domain and compose the final digital twins with r
 eusable scientific modules. But what about open source? In this talk we wi
 ll introduce ModelingToolkit\, an open source component-based modeling fra
 mework that allows for composing pre-built models and scales to large high
 -fidelity digital twins.
DTSTAMP:20250709T220248Z
LOCATION:AI/ML Track
SUMMARY:Open Source Component-Based Modeling with ModelingToolkit - Chris R
 ackauckas
URL:https://global2024.pydata.org/cfp/talk/9EGKJC/
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